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What is DeepSeek-OCR?

DeepSeek-OCR is an innovative open-source framework designed to explore Contexts Optical Compression, striving to enhance the boundaries of visual-text compression while analyzing the function of vision encoders through the perspective of LLMs. This pioneering model adeptly compresses large contexts using optical 2D mapping, with DeepEncoder serving as its core engine and DeepSeek3B-MoE-A570M acting as the decoding component. By effectively maintaining low activations even with high-resolution inputs, DeepEncoder achieves remarkable compression ratios, facilitating a manageable number of vision tokens crucial for document comprehension. The framework is specifically optimized for optical character recognition (OCR) and document parsing tasks associated with images and PDFs, offering inference capabilities through either vLLM or Transformers. Users can efficiently perform image OCR with streaming outputs, manage PDFs with high concurrency, or carry out batch evaluations for benchmarking. Furthermore, DeepSeek-OCR can convert documents into Markdown format, providing the ability to conduct OCR without being limited by layout constraints, parsing figures, offering detailed descriptions of images, and identifying referenced text within images. This broad range of features not only enhances its functionality but also positions DeepSeek-OCR as an essential resource for individuals seeking sophisticated document processing solutions, making it a highly versatile tool in various applications. Additionally, its continuous evolution promises further enhancements in user experience and performance.

What is Amazon Textract?

Amazon Textract is an advanced, fully managed machine learning service that surpasses standard optical character recognition (OCR) by automatically extracting text and information from scanned documents, such as forms and tables. In the current fast-paced business landscape, numerous organizations find themselves caught between labor-intensive manual data entry, which is both expensive and prone to mistakes, and basic OCR solutions that often require frequent manual tweaks with every form update. To overcome these tedious challenges, Textract employs cutting-edge machine learning methodologies to efficiently read and interpret a variety of document types, facilitating accurate extraction of text, forms, tables, and other data without the need for manual input or bespoke programming. By implementing Textract, companies can optimize and automate their document processing workflows, enabling them to process millions of pages within hours and significantly improving operational effectiveness. This transformation not only accelerates workflows but also minimizes the potential for human error, leading to more precise and trustworthy data management. Furthermore, as businesses increasingly embrace automation, they can redirect their focus towards strategic initiatives, fostering innovation and growth.

Media

Media

Integrations Supported

DeepSeek
Markdown

Integrations Supported

AWS AI Services
AWS App Mesh
Amazon Augmented AI (A2I)
Amazon Quick Suite
Bika.ai
Camunda
Datasaur
ElectroNeek
FormKiQ
Kognitos
Mantium
n8n

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

Pricing not provided
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

github.com/deepseek-ai/DeepSeek-OCR

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/textract/

Categories and Features

AI Models

Not specified

OCR

Not specified

Categories and Features

Data Extraction

Not specified

OCR

Not specified

Text Mining

Not specified

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